Courses
2025/2026
Machine Learning 1
Type:
Optional course (faculty)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
1, 2 module
Online hours:
20
Open to:
students of all HSE University campuses
Instructors:
Семерова Елена Александровна,
Бурлова Альбина Сергеевна,
Петров Олег Евгеньевич,
Пономарчук Анна Сергеевна,
Бугаев Егор Петрович,
Семерова Елена Александровна,
Mark Blumenau,
Fedor Buzaev,
Vasily Kakurin,
Ian Maximov,
Nikita Morozov,
Ilya Nikitin,
Evgeny Sokolov,
Korney Tomashchuk,
Filipp Ulyankin
Language:
Russian
ECTS credits:
6
Contact hours:
56
Bachelor
2025/2026
Machine Learning 1
Type:
Compulsory course (Data Science and Business Analytics)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 1, 2 module
Open to:
students of one campus
Language:
English
ECTS credits:
3
Contact hours:
56
Bachelor
2025/2026
Machine Learning 1
Type:
Elective course (HSE/NES Programme in Economics)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 1, 2 module
Online hours:
50
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
64
Bachelor
2025/2026
Machine Learning 1
Type:
Elective course (HSE/NES Programme in Economics)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
4 year, 1, 2 module
Online hours:
50
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
64
Bachelor
2025/2026
Machine Learning 1
Type:
Compulsory course (Applied Mathematics and Information Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 1, 2 module
Online hours:
20
Open to:
students of all HSE University campuses
Instructors:
Семерова Елена Александровна,
Бурлова Альбина Сергеевна,
Петров Олег Евгеньевич,
Пономарчук Анна Сергеевна,
Бугаев Егор Петрович,
Семерова Елена Александровна,
Mark Blumenau,
Fedor Buzaev,
Vasily Kakurin,
Ian Maximov,
Nikita Morozov,
Ilya Nikitin,
Evgeny Sokolov,
Korney Tomashchuk,
Filipp Ulyankin
Language:
Russian
ECTS credits:
6
Contact hours:
56
Bachelor
2025/2026
Machine Learning 1
Type:
Compulsory course (Data Science and Business Analytics)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 3, 4 module
Open to:
students of one campus
Language:
English
ECTS credits:
4
Contact hours:
68
Bachelor
2025/2026
Machine Learning 1
Type:
Compulsory course (Applied Mathematics and Information Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 3, 4 module
Open to:
students of all HSE University campuses
Instructors:
Семерова Елена Александровна,
Черномордин Родион Романович,
Семерова Елена Александровна,
Бурлова Альбина Сергеевна,
Алёхина Екатерина Сергеевна,
Пономарчук Анна Сергеевна,
Андреева Дарья Александровна,
Ершов Иван Петрович,
Черномордин Родион Романович,
Mikhail Baranov,
Ian Maximov,
Ilya Nikitin,
Irina Polyakova,
Evgeny Sokolov,
Korney Tomashchuk,
Filipp Ulyankin,
Vyacheslav Yusupov
Language:
Russian
ECTS credits:
5
Contact hours:
80
2025/2026
Machine Learning 1
Type:
Mago-Lego
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
Online hours:
20
Open to:
students of all HSE University campuses
Instructors:
Семерова Елена Александровна,
Бурлова Альбина Сергеевна,
Петров Олег Евгеньевич,
Пономарчук Анна Сергеевна,
Бугаев Егор Петрович,
Семерова Елена Александровна,
Mark Blumenau,
Fedor Buzaev,
Vasily Kakurin,
Ian Maximov,
Nikita Morozov,
Ilya Nikitin,
Evgeny Sokolov,
Korney Tomashchuk,
Filipp Ulyankin
Language:
Russian
ECTS credits:
6
Contact hours:
56
Bachelor
2025/2026
Machine Learning 1
Type:
Elective course (HSE/NES Programme in Economics)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 1, 2 module
Online hours:
50
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
64
Bachelor
2025/2026
Machine Learning 1
Type:
Compulsory course (Computing and Data Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
7
Contact hours:
80
Bachelor
2025/2026
Machine Learning 1
Type:
Compulsory course (Economics and Data Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 3, 4 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
80
Bachelor
2025/2026
Machine Learning 1
Type:
Elective course (Computational Social Sciences)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 3, 4 module
Open to:
students of all HSE University campuses
Instructors:
Семерова Елена Александровна,
Черномордин Родион Романович,
Семерова Елена Александровна,
Пономарчук Анна Сергеевна,
Бурлова Альбина Сергеевна,
Алёхина Екатерина Сергеевна,
Пономарчук Анна Сергеевна,
Андреева Дарья Александровна,
Ершов Иван Петрович,
Черномордин Родион Романович,
Mikhail Baranov,
Ian Maximov,
Ilya Nikitin,
Irina Polyakova,
Evgeny Sokolov,
Korney Tomashchuk,
Filipp Ulyankin,
Vyacheslav Yusupov
Language:
Russian
ECTS credits:
5
Contact hours:
80
Bachelor
2025/2026
Machine Learning 2
Type:
Compulsory course (Computing and Data Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 3, 4 module
Open to:
students of one campus
Instructors:
Evgeny Sokolov
Language:
Russian
ECTS credits:
6
Master
2025/2026
Machine Learning 2
Type:
Compulsory course (Applied Neural Network Technologies)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 1, 2 module
Open to:
students of one campus
Language:
English
ECTS credits:
6
Contact hours:
48
Master
2025/2026
Machine Learning 2
Type:
Compulsory course (Applied Neural Network Technologies)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
2 year, 1, 2 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
48
2025/2026
Machine Learning 2
Type:
Mago-Lego
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
1, 2 module
Open to:
students of one campus
Language:
English
ECTS credits:
6
Contact hours:
48
2025/2026
Machine Learning 2
Type:
Mago-Lego
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
1, 2 module
Open to:
students of one campus
Language:
Russian
ECTS credits:
6
Contact hours:
48
Bachelor
2025/2026
Machine Learning 2
Type:
Elective course (Applied Mathematics and Information Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 3, 4 module
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
6
Contact hours:
80
Bachelor
2025/2026
Machine Learning 2
Type:
Compulsory course (Applied Mathematics and Information Science)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 3, 4 module
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
6
Contact hours:
80
Bachelor
2025/2026
Machine Learning 2
Type:
Elective course (Computational Social Sciences)
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 3, 4 module
Open to:
students of all HSE University campuses
Language:
Russian
ECTS credits:
6
Contact hours:
80